Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 0.167536 0.184152 0.202324 0.223783 0.248576 0.276498 0.310570
2025-05-11 0.141983 0.165069 0.192446 0.227798 0.272978 0.329855 0.408669
2025-05-18 0.123729 0.149459 0.181743 0.226230 0.287638 0.372202 0.502925
2025-05-25 0.107891 0.133797 0.167608 0.216427 0.287797 0.393181 0.571390
2025-06-01 0.097573 0.123677 0.158893 0.211833 0.293269 0.421483 0.657887
2025-06-08 0.090425 0.116849 0.153565 0.210822 0.303186 0.457890 0.769203
2025-06-15 0.085320 0.112224 0.150642 0.212668 0.317442 0.504138 0.915911
2025-06-22 0.078072 0.103856 0.141328 0.203210 0.310989 0.511341 0.983062
2025-06-29 0.072406 0.097334 0.134161 0.196292 0.307735 0.523675 1.066973
2025-07-06 0.067924 0.092227 0.128701 0.191524 0.307520 0.541868 1.173705
2025-07-13 0.066277 0.091238 0.129524 0.197415 0.328062 0.608684 1.450061
2025-07-20 0.065074 0.090810 0.131152 0.204827 0.352810 0.692182 1.839976
2025-07-27 0.063566 0.089878 0.132003 0.211204 0.377307 0.785193 2.363134
2025-08-03 0.061766 0.088368 0.131779 0.215602 0.398668 0.879043 3.016728
2025-08-10 0.059172 0.085396 0.128803 0.214315 0.406953 0.939622 3.607410
2025-08-17 0.055575 0.080573 0.122258 0.205260 0.395382 0.936419 3.836914
2025-08-24 0.053005 0.077319 0.118273 0.201002 0.394871 0.969086 4.367493
2025-08-31 0.051129 0.075122 0.116019 0.200064 0.402515 1.032522 5.277037
2025-09-07 0.049771 0.073719 0.115088 0.201780 0.417344 1.128619 6.784290
2025-09-14 0.047075 0.069901 0.109498 0.192988 0.402699 1.107950 7.044632
2025-09-21 0.044863 0.066830 0.105139 0.186550 0.393710 1.107795 7.596984
2025-09-28 0.043050 0.064377 0.101807 0.182109 0.389702 1.127449 8.528600
2025-10-05 0.042610 0.064286 0.102898 0.187596 0.414913 1.285041 12.649979